Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 33638 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.4 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 4 |
|---|---|
| DateTime | 1 |
| Numeric | 15 |
channelTitle has a high cardinality: 2266 distinct values | High cardinality |
comment_count has 793 (2.4%) zeros | Zeros |
log_channel_avg_n_comments_7D has 727 (2.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-08 17:43:32.332938 |
|---|---|
| Analysis finished | 2023-04-08 17:43:51.249329 |
| Duration | 18.92 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
channelTitle
Categorical
| Distinct | 2266 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 525.6 KiB |
| Sky Sports Premier League | 354 |
|---|---|
| The United Stand | 297 |
| MoreSidemen | 236 |
| BT Sport | 225 |
| WWE | 182 |
| Other values (2261) |
Length
| Max length | 49 |
|---|---|
| Median length | 37 |
| Mean length | 12.564481 |
| Min length | 2 |
Characters and Unicode
| Total characters | 422644 |
|---|---|
| Distinct characters | 170 |
| Distinct categories | 12 ? |
| Distinct scripts | 8 ? |
| Distinct blocks | 9 ? |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ImAllexx |
|---|---|
| 2nd row | Stephen Tries Less |
| 3rd row | Cold Ones |
| 4th row | Dimension 20 |
| 5th row | ImAllexx |
Common Values
| Value | Count | Frequency (%) |
| Sky Sports Premier League | 354 | 1.1% |
| The United Stand | 297 | 0.9% |
| MoreSidemen | 236 | 0.7% |
| BT Sport | 225 | 0.7% |
| WWE | 182 | 0.5% |
| Sidemen | 154 | 0.5% |
| FORMULA 1 | 148 | 0.4% |
| Beta Squad | 142 | 0.4% |
| BBC Sport | 138 | 0.4% |
| Sky Sports Football | 133 | 0.4% |
| Other values (2256) | 31629 |
Length
| Value | Count | Frequency (%) |
| the | 2192 | 3.3% |
| sports | 953 | 1.4% |
| sky | 748 | 1.1% |
| 627 | 1.0% | |
| sport | 623 | 0.9% |
| league | 529 | 0.8% |
| united | 423 | 0.6% |
| football | 401 | 0.6% |
| boxing | 381 | 0.6% |
| premier | 376 | 0.6% |
| Other values (2930) | 58727 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 35096 | 8.3% |
| 32458 | 7.7% | |
| a | 28698 | 6.8% |
| i | 24001 | 5.7% |
| o | 23195 | 5.5% |
| r | 21339 | 5.0% |
| n | 21008 | 5.0% |
| t | 19372 | 4.6% |
| s | 16459 | 3.9% |
| l | 15395 | 3.6% |
| Other values (160) | 185623 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 289842 | |
| Uppercase Letter | 95092 | 22.5% |
| Space Separator | 32458 | 7.7% |
| Decimal Number | 2410 | 0.6% |
| Other Punctuation | 1428 | 0.3% |
| Dash Punctuation | 703 | 0.2% |
| Other Letter | 499 | 0.1% |
| Open Punctuation | 69 | < 0.1% |
| Close Punctuation | 69 | < 0.1% |
| Math Symbol | 57 | < 0.1% |
| Other values (2) | 17 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 자 | 32 | 6.4% |
| 이 | 29 | 5.8% |
| 영 | 19 | 3.8% |
| 국 | 19 | 3.8% |
| 남 | 19 | 3.8% |
| 들 | 13 | 2.6% |
| 아 | 13 | 2.6% |
| 여 | 13 | 2.6% |
| 반 | 11 | 2.2% |
| 짝 | 11 | 2.2% |
| Other values (55) | 320 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 35096 | |
| a | 28698 | 9.9% |
| i | 24001 | 8.3% |
| o | 23195 | 8.0% |
| r | 21339 | 7.4% |
| n | 21008 | 7.2% |
| t | 19372 | 6.7% |
| s | 16459 | 5.7% |
| l | 15395 | 5.3% |
| h | 9973 | 3.4% |
| Other values (36) | 75306 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 10106 | 10.6% |
| T | 8536 | 9.0% |
| M | 6267 | 6.6% |
| B | 5911 | 6.2% |
| C | 5812 | 6.1% |
| A | 5072 | 5.3% |
| E | 4927 | 5.2% |
| L | 4333 | 4.6% |
| F | 4149 | 4.4% |
| V | 4119 | 4.3% |
| Other values (19) | 35860 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 602 | |
| 1 | 570 | |
| 7 | 255 | |
| 0 | 241 | |
| 3 | 216 | 9.0% |
| 5 | 169 | 7.0% |
| 4 | 154 | 6.4% |
| 8 | 78 | 3.2% |
| 6 | 75 | 3.1% |
| 9 | 50 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 506 | |
| . | 359 | |
| & | 216 | |
| : | 138 | 9.7% |
| ! | 112 | 7.8% |
| / | 43 | 3.0% |
| , | 31 | 2.2% |
| ? | 18 | 1.3% |
| • | 5 | 0.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 640 | |
| – | 63 | 9.0% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 64 | |
| [ | 5 | 7.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 64 | |
| ] | 5 | 7.2% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 45 | |
| | | 12 | 21.1% |
Space Separator
| Value | Count | Frequency (%) |
| 32458 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 13 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 384768 | |
| Common | 37211 | 8.8% |
| Hangul | 311 | 0.1% |
| Cyrillic | 166 | < 0.1% |
| Katakana | 70 | < 0.1% |
| Han | 55 | < 0.1% |
| Arabic | 33 | < 0.1% |
| Hiragana | 30 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 35096 | 9.1% |
| a | 28698 | 7.5% |
| i | 24001 | 6.2% |
| o | 23195 | 6.0% |
| r | 21339 | 5.5% |
| n | 21008 | 5.5% |
| t | 19372 | 5.0% |
| s | 16459 | 4.3% |
| l | 15395 | 4.0% |
| S | 10106 | 2.6% |
| Other values (47) | 170099 |
Common
| Value | Count | Frequency (%) |
| 32458 | ||
| - | 640 | 1.7% |
| 2 | 602 | 1.6% |
| 1 | 570 | 1.5% |
| ' | 506 | 1.4% |
| . | 359 | 1.0% |
| 7 | 255 | 0.7% |
| 0 | 241 | 0.6% |
| 3 | 216 | 0.6% |
| & | 216 | 0.6% |
| Other values (20) | 1148 | 3.1% |
Hangul
| Value | Count | Frequency (%) |
| 자 | 32 | 10.3% |
| 이 | 29 | 9.3% |
| 영 | 19 | 6.1% |
| 국 | 19 | 6.1% |
| 남 | 19 | 6.1% |
| 들 | 13 | 4.2% |
| 아 | 13 | 4.2% |
| 여 | 13 | 4.2% |
| 반 | 11 | 3.5% |
| 짝 | 11 | 3.5% |
| Other values (17) | 132 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 25 | |
| н | 25 | |
| р | 14 | 8.4% |
| к | 11 | 6.6% |
| е | 11 | 6.6% |
| д | 8 | 4.8% |
| Є | 7 | 4.2% |
| в | 7 | 4.2% |
| б | 7 | 4.2% |
| ч | 7 | 4.2% |
| Other values (8) | 44 |
Katakana
| Value | Count | Frequency (%) |
| ン | 5 | 7.1% |
| ピ | 5 | 7.1% |
| ル | 5 | 7.1% |
| ネ | 5 | 7.1% |
| ィ | 5 | 7.1% |
| カ | 5 | 7.1% |
| ミ | 5 | 7.1% |
| チ | 5 | 7.1% |
| ャ | 5 | 7.1% |
| ロ | 5 | 7.1% |
| Other values (4) | 20 |
Han
| Value | Count | Frequency (%) |
| 天 | 5 | |
| 野 | 5 | |
| 式 | 5 | |
| 马 | 5 | |
| 小 | 5 | |
| 在 | 5 | |
| 公 | 5 | |
| 纽 | 5 | |
| 约 | 5 | |
| 日 | 5 |
Arabic
| Value | Count | Frequency (%) |
| ا | 9 | |
| ة | 6 | |
| ق | 3 | 9.1% |
| ن | 3 | 9.1% |
| ل | 3 | 9.1% |
| ر | 3 | 9.1% |
| ب | 3 | 9.1% |
| ع | 3 | 9.1% |
Hiragana
| Value | Count | Frequency (%) |
| に | 6 | |
| ぽ | 6 | |
| ん | 6 | |
| ゃ | 6 | |
| き | 6 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 421767 | |
| Hangul | 311 | 0.1% |
| Cyrillic | 166 | < 0.1% |
| None | 131 | < 0.1% |
| Punctuation | 81 | < 0.1% |
| Katakana | 70 | < 0.1% |
| CJK | 55 | < 0.1% |
| Arabic | 33 | < 0.1% |
| Hiragana | 30 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 35096 | 8.3% |
| 32458 | 7.7% | |
| a | 28698 | 6.8% |
| i | 24001 | 5.7% |
| o | 23195 | 5.5% |
| r | 21339 | 5.1% |
| n | 21008 | 5.0% |
| t | 19372 | 4.6% |
| s | 16459 | 3.9% |
| l | 15395 | 3.7% |
| Other values (69) | 184746 |
None
| Value | Count | Frequency (%) |
| é | 64 | |
| ø | 54 | |
| å | 5 | 3.8% |
| ü | 4 | 3.1% |
| Ż | 4 | 3.1% |
Punctuation
| Value | Count | Frequency (%) |
| – | 63 | |
| ’ | 13 | 16.0% |
| • | 5 | 6.2% |
Hangul
| Value | Count | Frequency (%) |
| 자 | 32 | 10.3% |
| 이 | 29 | 9.3% |
| 영 | 19 | 6.1% |
| 국 | 19 | 6.1% |
| 남 | 19 | 6.1% |
| 들 | 13 | 4.2% |
| 아 | 13 | 4.2% |
| 여 | 13 | 4.2% |
| 반 | 11 | 3.5% |
| 짝 | 11 | 3.5% |
| Other values (17) | 132 |
Cyrillic
| Value | Count | Frequency (%) |
| а | 25 | |
| н | 25 | |
| р | 14 | 8.4% |
| к | 11 | 6.6% |
| е | 11 | 6.6% |
| д | 8 | 4.8% |
| Є | 7 | 4.2% |
| в | 7 | 4.2% |
| б | 7 | 4.2% |
| ч | 7 | 4.2% |
| Other values (8) | 44 |
Arabic
| Value | Count | Frequency (%) |
| ا | 9 | |
| ة | 6 | |
| ق | 3 | 9.1% |
| ن | 3 | 9.1% |
| ل | 3 | 9.1% |
| ر | 3 | 9.1% |
| ب | 3 | 9.1% |
| ع | 3 | 9.1% |
Hiragana
| Value | Count | Frequency (%) |
| に | 6 | |
| ぽ | 6 | |
| ん | 6 | |
| ゃ | 6 | |
| き | 6 |
Katakana
| Value | Count | Frequency (%) |
| ン | 5 | 7.1% |
| ピ | 5 | 7.1% |
| ル | 5 | 7.1% |
| ネ | 5 | 7.1% |
| ィ | 5 | 7.1% |
| カ | 5 | 7.1% |
| ミ | 5 | 7.1% |
| チ | 5 | 7.1% |
| ャ | 5 | 7.1% |
| ロ | 5 | 7.1% |
| Other values (4) | 20 |
CJK
| Value | Count | Frequency (%) |
| 天 | 5 | |
| 野 | 5 | |
| 式 | 5 | |
| 马 | 5 | |
| 小 | 5 | |
| 在 | 5 | |
| 公 | 5 | |
| 纽 | 5 | |
| 约 | 5 | |
| 日 | 5 |
publishedAt
Date
| Distinct | 5949 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 525.6 KiB |
| Minimum | 2022-10-10 17:47:41+00:00 |
|---|---|
| Maximum | 2023-03-31 04:00:14+00:00 |
likes
Real number (ℝ)
| Distinct | 27785 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80288.18 |
| Minimum | 0 |
|---|---|
| Maximum | 8173676 |
| Zeros | 107 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2026.7 |
| Q1 | 10051 |
| median | 26616.5 |
| Q3 | 67196 |
| 95-th percentile | 256884.95 |
| Maximum | 8173676 |
| Range | 8173676 |
| Interquartile range (IQR) | 57145 |
Descriptive statistics
| Standard deviation | 263596.07 |
|---|---|
| Coefficient of variation (CV) | 3.2831242 |
| Kurtosis | 254.05159 |
| Mean | 80288.18 |
| Median Absolute Deviation (MAD) | 20237 |
| Skewness | 13.124639 |
| Sum | 2.7007338 × 109 |
| Variance | 6.9482889 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 107 | 0.3% |
| 4467 | 6 | < 0.1% |
| 7105 | 6 | < 0.1% |
| 5196 | 6 | < 0.1% |
| 2330 | 5 | < 0.1% |
| 1224 | 5 | < 0.1% |
| 4656 | 5 | < 0.1% |
| 3439 | 5 | < 0.1% |
| 747 | 5 | < 0.1% |
| 5895 | 5 | < 0.1% |
| Other values (27775) | 33483 |
| Value | Count | Frequency (%) |
| 0 | 107 | |
| 16 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 21 | 5 | < 0.1% |
| 103 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 116 | 3 | < 0.1% |
| 117 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 170 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8173676 | 1 | |
| 7981980 | 1 | |
| 7753404 | 1 | |
| 7445757 | 1 | |
| 7374871 | 1 | |
| 7116719 | 1 | |
| 7026323 | 1 | |
| 6857566 | 1 | |
| 6559801 | 1 | |
| 6409807 | 1 |
comment_count
Real number (ℝ)
| Distinct | 10035 |
|---|---|
| Distinct (%) | 29.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5042.0347 |
| Minimum | 0 |
|---|---|
| Maximum | 518733 |
| Zeros | 793 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 684 |
| median | 1716 |
| Q3 | 4030 |
| 95-th percentile | 15118.3 |
| Maximum | 518733 |
| Range | 518733 |
| Interquartile range (IQR) | 3346 |
Descriptive statistics
| Standard deviation | 18719.09 |
|---|---|
| Coefficient of variation (CV) | 3.7126063 |
| Kurtosis | 305.79201 |
| Mean | 5042.0347 |
| Median Absolute Deviation (MAD) | 1267.5 |
| Skewness | 15.252035 |
| Sum | 1.6960396 × 108 |
| Variance | 3.5040432 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 793 | 2.4% |
| 411 | 25 | 0.1% |
| 492 | 25 | 0.1% |
| 170 | 24 | 0.1% |
| 208 | 24 | 0.1% |
| 377 | 24 | 0.1% |
| 277 | 23 | 0.1% |
| 173 | 23 | 0.1% |
| 137 | 23 | 0.1% |
| 133 | 22 | 0.1% |
| Other values (10025) | 32632 |
| Value | Count | Frequency (%) |
| 0 | 793 | |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 518733 | 1 | |
| 512804 | 1 | |
| 506126 | 1 | |
| 497019 | 1 | |
| 484342 | 1 | |
| 483168 | 1 | |
| 478221 | 1 | |
| 468972 | 1 | |
| 467790 | 1 | |
| 460937 | 1 |
category
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 525.6 KiB |
| Entertainment | |
|---|---|
| Sports | |
| Gaming | |
| Music | |
| People & Blogs | |
| Other values (9) |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 9.5686426 |
| Min length | 5 |
Characters and Unicode
| Total characters | 321870 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Comedy |
|---|---|
| 2nd row | Comedy |
| 3rd row | Comedy |
| 4th row | Comedy |
| 5th row | Comedy |
Common Values
| Value | Count | Frequency (%) |
| Entertainment | 7137 | |
| Sports | 6264 | |
| Gaming | 6140 | |
| Music | 4081 | |
| People & Blogs | 2958 | |
| Comedy | 1488 | 4.4% |
| Autos & Vehicles | 1030 | 3.1% |
| Science & Technology | 944 | 2.8% |
| Film & Animation | 890 | 2.6% |
| Education | 830 | 2.5% |
| Other values (4) | 1876 | 5.6% |
Length
| Value | Count | Frequency (%) |
| 7698 | ||
| entertainment | 7137 | |
| sports | 6264 | |
| gaming | 6140 | |
| music | 4081 | |
| people | 2958 | 6.0% |
| blogs | 2958 | 6.0% |
| comedy | 1488 | 3.0% |
| autos | 1030 | 2.1% |
| vehicles | 1030 | 2.1% |
| Other values (13) | 8250 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 32880 | 10.2% |
| n | 32570 | 10.1% |
| e | 28835 | 9.0% |
| i | 24516 | 7.6% |
| o | 20240 | 6.3% |
| s | 17568 | 5.5% |
| m | 16677 | 5.2% |
| a | 15518 | 4.8% |
| 15396 | 4.8% | |
| r | 13790 | 4.3% |
| Other values (24) | 103880 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 257440 | |
| Uppercase Letter | 41336 | 12.8% |
| Space Separator | 15396 | 4.8% |
| Other Punctuation | 7698 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 32880 | |
| n | 32570 | |
| e | 28835 | |
| i | 24516 | |
| o | 20240 | |
| s | 17568 | 6.8% |
| m | 16677 | 6.5% |
| a | 15518 | 6.0% |
| r | 13790 | 5.4% |
| l | 10656 | 4.1% |
| Other values (9) | 44190 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 8356 | |
| S | 7787 | |
| G | 6140 | |
| M | 4081 | |
| P | 3866 | |
| B | 2958 | 7.2% |
| A | 2052 | 5.0% |
| C | 1488 | 3.6% |
| T | 1333 | 3.2% |
| V | 1030 | 2.5% |
| Other values (3) | 2245 | 5.4% |
Space Separator
| Value | Count | Frequency (%) |
| 15396 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 7698 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 298776 | |
| Common | 23094 | 7.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 32880 | 11.0% |
| n | 32570 | 10.9% |
| e | 28835 | 9.7% |
| i | 24516 | 8.2% |
| o | 20240 | 6.8% |
| s | 17568 | 5.9% |
| m | 16677 | 5.6% |
| a | 15518 | 5.2% |
| r | 13790 | 4.6% |
| l | 10656 | 3.6% |
| Other values (22) | 85526 |
Common
| Value | Count | Frequency (%) |
| 15396 | ||
| & | 7698 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 321870 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 32880 | 10.2% |
| n | 32570 | 10.1% |
| e | 28835 | 9.0% |
| i | 24516 | 7.6% |
| o | 20240 | 6.3% |
| s | 17568 | 5.5% |
| m | 16677 | 5.2% |
| a | 15518 | 4.8% |
| 15396 | 4.8% | |
| r | 13790 | 4.3% |
| Other values (24) | 103880 |
is_weekday
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 525.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 33638 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33638 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33638 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33638 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 24178 | |
| 0 | 9460 | 28.1% |
year
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 525.6 KiB |
| 2023 | |
|---|---|
| 2022 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 134552 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2022 |
|---|---|
| 2nd row | 2022 |
| 3rd row | 2022 |
| 4th row | 2022 |
| 5th row | 2022 |
Common Values
| Value | Count | Frequency (%) |
| 2023 | 17146 | |
| 2022 | 16492 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2023 | 17146 | |
| 2022 | 16492 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 83768 | |
| 0 | 33638 | |
| 3 | 17146 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134552 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 83768 | |
| 0 | 33638 | |
| 3 | 17146 | 12.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 134552 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 83768 | |
| 0 | 33638 | |
| 3 | 17146 | 12.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 134552 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 83768 | |
| 0 | 33638 | |
| 3 | 17146 | 12.7% |
month
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4549319 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 11 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.6472729 |
|---|---|
| Coefficient of variation (CV) | 0.71995692 |
| Kurtosis | -1.8848835 |
| Mean | 6.4549319 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.03381348 |
| Sum | 217131 |
| Variance | 21.597145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 6282 | |
| 1 | 6035 | |
| 11 | 5937 | |
| 2 | 5658 | |
| 3 | 5453 | |
| 10 | 4273 |
| Value | Count | Frequency (%) |
| 1 | 6035 | |
| 2 | 5658 | |
| 3 | 5453 | |
| 10 | 4273 | |
| 11 | 5937 | |
| 12 | 6282 |
| Value | Count | Frequency (%) |
| 12 | 6282 | |
| 11 | 5937 | |
| 10 | 4273 | |
| 3 | 5453 | |
| 2 | 5658 | |
| 1 | 6035 |
category_likes_sum_7D
Real number (ℝ)
| Distinct | 1606 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16481574 |
| Minimum | 15643 |
|---|---|
| Maximum | 90682766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 15643 |
|---|---|
| 5-th percentile | 803536 |
| Q1 | 4604558 |
| median | 11111019 |
| Q3 | 23866021 |
| 95-th percentile | 51771419 |
| Maximum | 90682766 |
| Range | 90667123 |
| Interquartile range (IQR) | 19261463 |
Descriptive statistics
| Standard deviation | 16116768 |
|---|---|
| Coefficient of variation (CV) | 0.97786586 |
| Kurtosis | 2.5661916 |
| Mean | 16481574 |
| Median Absolute Deviation (MAD) | 7881185 |
| Skewness | 1.5932844 |
| Sum | 5.5440718 × 1011 |
| Variance | 2.5975022 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32687834 | 138 | 0.4% |
| 23905881 | 114 | 0.3% |
| 6335859 | 112 | 0.3% |
| 69482545 | 110 | 0.3% |
| 24092706 | 104 | 0.3% |
| 8480678 | 99 | 0.3% |
| 26571820 | 97 | 0.3% |
| 21562508 | 95 | 0.3% |
| 24062554 | 93 | 0.3% |
| 5908280 | 93 | 0.3% |
| Other values (1596) | 32583 |
| Value | Count | Frequency (%) |
| 15643 | 12 | |
| 26080 | 5 | < 0.1% |
| 27133 | 6 | < 0.1% |
| 43903 | 5 | < 0.1% |
| 52478 | 10 | |
| 59292 | 7 | < 0.1% |
| 61050 | 6 | < 0.1% |
| 63046 | 5 | < 0.1% |
| 76043 | 21 | |
| 76400 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 90682766 | 35 | |
| 87474008 | 6 | < 0.1% |
| 87159638 | 3 | < 0.1% |
| 83269744 | 61 | |
| 82432895 | 25 | |
| 77191229 | 20 | 0.1% |
| 75668927 | 32 | |
| 74143804 | 60 | |
| 73331667 | 12 | < 0.1% |
| 70785152 | 30 |
category_view_count_sum_7D
Real number (ℝ)
| Distinct | 1606 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6598474 × 108 |
| Minimum | 731370 |
|---|---|
| Maximum | 1.6148627 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 731370 |
|---|---|
| 5-th percentile | 22049056 |
| Q1 | 1.4363415 × 108 |
| median | 2.9601022 × 108 |
| Q3 | 5.188142 × 108 |
| 95-th percentile | 9.4907536 × 108 |
| Maximum | 1.6148627 × 109 |
| Range | 1.6141314 × 109 |
| Interquartile range (IQR) | 3.7518006 × 108 |
Descriptive statistics
| Standard deviation | 2.9561989 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.8077383 |
| Kurtosis | 1.0769837 |
| Mean | 3.6598474 × 108 |
| Median Absolute Deviation (MAD) | 1.7906161 × 108 |
| Skewness | 1.1367142 |
| Sum | 1.2310995 × 1013 |
| Variance | 8.7391118 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 700014588 | 138 | 0.4% |
| 534303455 | 114 | 0.3% |
| 332264949 | 112 | 0.3% |
| 888725941 | 110 | 0.3% |
| 551566098 | 104 | 0.3% |
| 420596825 | 99 | 0.3% |
| 629095157 | 97 | 0.3% |
| 381163689 | 95 | 0.3% |
| 461135747 | 93 | 0.3% |
| 297406307 | 93 | 0.3% |
| Other values (1596) | 32583 |
| Value | Count | Frequency (%) |
| 731370 | 7 | |
| 1051431 | 12 | |
| 1587628 | 5 | |
| 1754195 | 5 | |
| 1898683 | 5 | |
| 2056205 | 5 | |
| 2068058 | 10 | |
| 2203691 | 12 | |
| 2299354 | 6 | |
| 2586291 | 5 |
| Value | Count | Frequency (%) |
| 1614862746 | 20 | 0.1% |
| 1570069508 | 60 | |
| 1476847124 | 39 | |
| 1390928784 | 10 | < 0.1% |
| 1383919734 | 37 | |
| 1348165503 | 51 | |
| 1325954439 | 5 | < 0.1% |
| 1313810826 | 5 | < 0.1% |
| 1309594834 | 30 | |
| 1307536509 | 28 |
category_comment_count_sum_7D
Real number (ℝ)
| Distinct | 1598 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1009241.2 |
| Minimum | 655 |
|---|---|
| Maximum | 6646543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 655 |
|---|---|
| 5-th percentile | 68350 |
| Q1 | 341390 |
| median | 678068 |
| Q3 | 1348006 |
| 95-th percentile | 2970243.7 |
| Maximum | 6646543 |
| Range | 6645888 |
| Interquartile range (IQR) | 1006616 |
Descriptive statistics
| Standard deviation | 1019151.1 |
|---|---|
| Coefficient of variation (CV) | 1.0098192 |
| Kurtosis | 7.2821275 |
| Mean | 1009241.2 |
| Median Absolute Deviation (MAD) | 446178 |
| Skewness | 2.3113389 |
| Sum | 3.3948855 × 1010 |
| Variance | 1.0386689 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1903765 | 138 | 0.4% |
| 1599197 | 114 | 0.3% |
| 612763 | 112 | 0.3% |
| 6484139 | 110 | 0.3% |
| 1479976 | 104 | 0.3% |
| 757885 | 99 | 0.3% |
| 1616698 | 97 | 0.3% |
| 1633700 | 95 | 0.3% |
| 2082675 | 93 | 0.3% |
| 628494 | 93 | 0.3% |
| Other values (1588) | 32583 |
| Value | Count | Frequency (%) |
| 655 | 12 | |
| 1501 | 5 | |
| 3761 | 7 | |
| 4619 | 5 | |
| 4857 | 6 | |
| 4898 | 6 | |
| 5376 | 10 | |
| 5914 | 5 | |
| 6341 | 6 | |
| 7701 | 5 |
| Value | Count | Frequency (%) |
| 6646543 | 12 | < 0.1% |
| 6558678 | 35 | 0.1% |
| 6484139 | 110 | |
| 6374569 | 5 | < 0.1% |
| 6269194 | 25 | 0.1% |
| 6212018 | 6 | < 0.1% |
| 6198508 | 3 | < 0.1% |
| 6007095 | 61 | |
| 5838715 | 18 | 0.1% |
| 5727134 | 30 | 0.1% |
category_trending_videos_last_7D
Real number (ℝ)
| Distinct | 357 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 205.94908 |
| Minimum | 5 |
|---|---|
| Maximum | 504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 119 |
| median | 223 |
| Q3 | 290 |
| 95-th percentile | 348 |
| Maximum | 504 |
| Range | 499 |
| Interquartile range (IQR) | 171 |
Descriptive statistics
| Standard deviation | 107.76966 |
|---|---|
| Coefficient of variation (CV) | 0.52328304 |
| Kurtosis | -0.75630968 |
| Mean | 205.94908 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | -0.16341531 |
| Sum | 6927715 |
| Variance | 11614.299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 317 | 640 | 1.9% |
| 283 | 369 | 1.1% |
| 286 | 347 | 1.0% |
| 293 | 307 | 0.9% |
| 311 | 291 | 0.9% |
| 288 | 282 | 0.8% |
| 306 | 275 | 0.8% |
| 301 | 271 | 0.8% |
| 261 | 269 | 0.8% |
| 274 | 244 | 0.7% |
| Other values (347) | 30343 |
| Value | Count | Frequency (%) |
| 5 | 45 | |
| 6 | 31 | |
| 7 | 37 | |
| 8 | 8 | < 0.1% |
| 9 | 11 | < 0.1% |
| 10 | 10 | < 0.1% |
| 11 | 67 | |
| 12 | 55 | |
| 13 | 31 | |
| 14 | 42 |
| Value | Count | Frequency (%) |
| 504 | 83 | |
| 499 | 80 | |
| 466 | 80 | |
| 462 | 31 | 0.1% |
| 455 | 138 | |
| 445 | 90 | |
| 440 | 19 | 0.1% |
| 433 | 39 | 0.1% |
| 429 | 30 | 0.1% |
| 415 | 63 |
category_avg_n_views_7D
Real number (ℝ)
| Distinct | 1606 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1763143.1 |
| Minimum | 87619.25 |
|---|---|
| Maximum | 9164009.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 87619.25 |
|---|---|
| 5-th percentile | 600253.39 |
| Q1 | 964059.05 |
| median | 1309035.7 |
| Q3 | 2162178.7 |
| 95-th percentile | 4381006.5 |
| Maximum | 9164009.2 |
| Range | 9076389.9 |
| Interquartile range (IQR) | 1198119.7 |
Descriptive statistics
| Standard deviation | 1267167.9 |
|---|---|
| Coefficient of variation (CV) | 0.7186983 |
| Kurtosis | 5.4202306 |
| Mean | 1763143.1 |
| Median Absolute Deviation (MAD) | 469560.32 |
| Skewness | 2.0526088 |
| Sum | 5.9308607 × 1010 |
| Variance | 1.6057146 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1538493.6 | 138 | 0.4% |
| 1539779.409 | 114 | 0.3% |
| 1028684.053 | 112 | 0.3% |
| 3734142.609 | 110 | 0.3% |
| 1802503.588 | 104 | 0.3% |
| 1155485.783 | 99 | 0.3% |
| 2279330.279 | 97 | 0.3% |
| 1483127.195 | 95 | 0.3% |
| 2794762.103 | 93 | 0.3% |
| 864553.218 | 93 | 0.3% |
| Other values (1596) | 32583 |
| Value | Count | Frequency (%) |
| 87619.25 | 12 | |
| 104481.4286 | 7 | |
| 111687.2353 | 5 | |
| 129628.8824 | 12 | |
| 137080.3333 | 5 | |
| 146182.9167 | 5 | |
| 147718.4286 | 10 | |
| 195111.2973 | 5 | |
| 204789.3125 | 12 | |
| 225804.8095 | 6 |
| Value | Count | Frequency (%) |
| 9164009.158 | 7 | < 0.1% |
| 8979632.617 | 9 | < 0.1% |
| 8722608.378 | 60 | |
| 8162605.857 | 28 | |
| 8149681.604 | 22 | 0.1% |
| 8074313.73 | 20 | 0.1% |
| 8060189.117 | 5 | < 0.1% |
| 8001217.296 | 6 | < 0.1% |
| 7754119.526 | 5 | < 0.1% |
| 7736514.875 | 5 | < 0.1% |
category_avg_n_comments_7D
Real number (ℝ)
| Distinct | 1606 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5041.7073 |
| Minimum | 54.583333 |
|---|---|
| Maximum | 35276.114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 54.583333 |
|---|---|
| 5-th percentile | 1219.1895 |
| Q1 | 2361.4333 |
| median | 3494.2632 |
| Q3 | 5547.4763 |
| 95-th percentile | 15740.893 |
| Maximum | 35276.114 |
| Range | 35221.531 |
| Interquartile range (IQR) | 3186.043 |
Descriptive statistics
| Standard deviation | 4835.2961 |
|---|---|
| Coefficient of variation (CV) | 0.95905926 |
| Kurtosis | 8.1093555 |
| Mean | 5041.7073 |
| Median Absolute Deviation (MAD) | 1424.9283 |
| Skewness | 2.6931422 |
| Sum | 1.6959295 × 108 |
| Variance | 23380088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4184.098901 | 138 | 0.4% |
| 4608.636888 | 114 | 0.3% |
| 1897.099071 | 112 | 0.3% |
| 27244.28151 | 110 | 0.3% |
| 4836.522876 | 104 | 0.3% |
| 2082.101648 | 99 | 0.3% |
| 5857.601449 | 97 | 0.3% |
| 6356.809339 | 95 | 0.3% |
| 12622.27273 | 93 | 0.3% |
| 1827.017442 | 93 | 0.3% |
| Other values (1596) | 32583 |
| Value | Count | Frequency (%) |
| 54.58333333 | 12 | < 0.1% |
| 88.29411765 | 5 | < 0.1% |
| 384 | 10 | < 0.1% |
| 394.2666667 | 5 | < 0.1% |
| 418.4782609 | 6 | < 0.1% |
| 445.2727273 | 6 | < 0.1% |
| 537.2857143 | 7 | < 0.1% |
| 588.8684211 | 21 | 0.1% |
| 592.862963 | 48 | |
| 624.9458333 | 78 |
| Value | Count | Frequency (%) |
| 35276.11429 | 1 | < 0.1% |
| 31625.04082 | 3 | < 0.1% |
| 31077.675 | 9 | < 0.1% |
| 30601.07389 | 6 | < 0.1% |
| 30432.98058 | 25 | |
| 30085.6789 | 35 | |
| 28917.18812 | 22 | |
| 28350.33835 | 28 | |
| 28074.18627 | 30 | |
| 28044.48523 | 12 | < 0.1% |
category_view_like_ratio_7D
Real number (ℝ)
| Distinct | 1606 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.051713 |
| Minimum | 8.8122127 |
|---|---|
| Maximum | 395.67239 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 8.8122127 |
|---|---|
| 5-th percentile | 14.102707 |
| Q1 | 18.754188 |
| median | 22.328325 |
| Q3 | 31.96496 |
| 95-th percentile | 55.536422 |
| Maximum | 395.67239 |
| Range | 386.86017 |
| Interquartile range (IQR) | 13.210772 |
Descriptive statistics
| Standard deviation | 16.530738 |
|---|---|
| Coefficient of variation (CV) | 0.58929514 |
| Kurtosis | 57.500152 |
| Mean | 28.051713 |
| Median Absolute Deviation (MAD) | 4.6464095 |
| Skewness | 4.4856553 |
| Sum | 943603.53 |
| Variance | 273.26531 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.41514143 | 138 | 0.4% |
| 22.35029343 | 114 | 0.3% |
| 52.44197338 | 112 | 0.3% |
| 12.79063599 | 110 | 0.3% |
| 22.89348893 | 104 | 0.3% |
| 49.59471696 | 99 | 0.3% |
| 23.67527542 | 97 | 0.3% |
| 17.67715003 | 95 | 0.3% |
| 19.16403999 | 93 | 0.3% |
| 50.33720592 | 93 | 0.3% |
| Other values (1596) | 32583 |
| Value | Count | Frequency (%) |
| 8.812212714 | 7 | < 0.1% |
| 8.962186619 | 28 | |
| 9.203613064 | 34 | |
| 9.764872605 | 15 | |
| 9.772804038 | 14 | |
| 9.817020806 | 10 | < 0.1% |
| 10.09641748 | 1 | < 0.1% |
| 10.1396995 | 7 | < 0.1% |
| 10.14014852 | 3 | < 0.1% |
| 10.17710327 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 395.6723865 | 6 | |
| 247.9343087 | 2 | < 0.1% |
| 218.2694187 | 12 | |
| 153.3788298 | 10 | |
| 151.8580327 | 6 | |
| 149.7723671 | 4 | < 0.1% |
| 149.4290223 | 8 | |
| 147.0681675 | 5 | |
| 137.3814237 | 9 | |
| 134.4366452 | 7 |
channel_trending_videos_last_7D
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7364588 |
| Minimum | 1 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 17 |
| Maximum | 34 |
| Range | 33 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.237595 |
|---|---|
| Coefficient of variation (CV) | 0.54774349 |
| Kurtosis | 7.1204724 |
| Mean | 7.7364588 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.437969 |
| Sum | 260239 |
| Variance | 17.957211 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 9012 | |
| 5 | 7078 | |
| 7 | 5157 | |
| 4 | 1943 | 5.8% |
| 8 | 1870 | 5.6% |
| 11 | 1325 | 3.9% |
| 10 | 1275 | 3.8% |
| 9 | 1080 | 3.2% |
| 12 | 905 | 2.7% |
| 14 | 549 | 1.6% |
| Other values (23) | 3444 | 10.2% |
| Value | Count | Frequency (%) |
| 1 | 59 | 0.2% |
| 2 | 86 | 0.3% |
| 3 | 351 | 1.0% |
| 4 | 1943 | 5.8% |
| 5 | 7078 | |
| 6 | 9012 | |
| 7 | 5157 | |
| 8 | 1870 | 5.6% |
| 9 | 1080 | 3.2% |
| 10 | 1275 | 3.8% |
| Value | Count | Frequency (%) |
| 34 | 7 | < 0.1% |
| 33 | 12 | < 0.1% |
| 32 | 16 | < 0.1% |
| 30 | 59 | |
| 29 | 36 | 0.1% |
| 28 | 38 | 0.1% |
| 27 | 97 | |
| 26 | 115 | |
| 25 | 76 | |
| 24 | 55 |
log_channel_avg_n_views_7D
Real number (ℝ)
| Distinct | 5728 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.535197 |
| Minimum | 10.301941 |
|---|---|
| Maximum | 18.468713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 10.301941 |
|---|---|
| 5-th percentile | 11.615125 |
| Q1 | 12.725731 |
| median | 13.510059 |
| Q3 | 14.23208 |
| 95-th percentile | 15.547145 |
| Maximum | 18.468713 |
| Range | 8.1667719 |
| Interquartile range (IQR) | 1.5063493 |
Descriptive statistics
| Standard deviation | 1.1828047 |
|---|---|
| Coefficient of variation (CV) | 0.087387328 |
| Kurtosis | 0.38579638 |
| Mean | 13.535197 |
| Median Absolute Deviation (MAD) | 0.75250059 |
| Skewness | 0.33853105 |
| Sum | 455296.96 |
| Variance | 1.399027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.72237944 | 30 | 0.1% |
| 14.50349223 | 21 | 0.1% |
| 13.87006616 | 21 | 0.1% |
| 14.70974986 | 21 | 0.1% |
| 13.70258549 | 20 | 0.1% |
| 14.91179392 | 20 | 0.1% |
| 13.76109105 | 19 | 0.1% |
| 12.5641469 | 19 | 0.1% |
| 13.07833706 | 18 | 0.1% |
| 15.17938678 | 18 | 0.1% |
| Other values (5718) | 33431 |
| Value | Count | Frequency (%) |
| 10.30194147 | 5 | |
| 10.33259106 | 5 | |
| 10.35018346 | 4 | |
| 10.41619141 | 5 | |
| 10.51484154 | 6 | |
| 10.56052169 | 4 | |
| 10.58380908 | 4 | |
| 10.62196129 | 3 | |
| 10.64902555 | 6 | |
| 10.65968465 | 5 |
| Value | Count | Frequency (%) |
| 18.46871339 | 8 | |
| 18.29898045 | 6 | |
| 18.04791982 | 6 | |
| 17.97317417 | 5 | |
| 17.89133124 | 7 | |
| 17.84951909 | 10 | |
| 17.82907087 | 12 | |
| 17.68155746 | 7 | |
| 17.66205633 | 7 | |
| 17.62879505 | 7 |
log_channel_avg_n_comments_7D
Real number (ℝ)
| Distinct | 5420 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.3483248 |
| Minimum | 0 |
|---|---|
| Maximum | 12.877826 |
| Zeros | 727 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.020114 |
| Q1 | 6.5977984 |
| median | 7.4675615 |
| Q3 | 8.3141124 |
| 95-th percentile | 9.6130238 |
| Maximum | 12.877826 |
| Range | 12.877826 |
| Interquartile range (IQR) | 1.7163141 |
Descriptive statistics
| Standard deviation | 1.7020868 |
|---|---|
| Coefficient of variation (CV) | 0.23162923 |
| Kurtosis | 5.8468793 |
| Mean | 7.3483248 |
| Median Absolute Deviation (MAD) | 0.85686576 |
| Skewness | -1.5014114 |
| Sum | 247182.95 |
| Variance | 2.8970996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 727 | 2.2% |
| 8.959620053 | 30 | 0.1% |
| 5.690359454 | 28 | 0.1% |
| 5.493061443 | 22 | 0.1% |
| 7.921881139 | 21 | 0.1% |
| 7.286843818 | 21 | 0.1% |
| 7.458186157 | 21 | 0.1% |
| 8.159592649 | 21 | 0.1% |
| 8.396493406 | 20 | 0.1% |
| 7.075182513 | 20 | 0.1% |
| Other values (5410) | 32707 |
| Value | Count | Frequency (%) |
| 0 | 727 | |
| 0.7884573604 | 5 | < 0.1% |
| 2.131627295 | 7 | < 0.1% |
| 2.41293315 | 6 | < 0.1% |
| 3.120895417 | 6 | < 0.1% |
| 3.252586882 | 7 | < 0.1% |
| 3.285198468 | 7 | < 0.1% |
| 3.583518938 | 5 | < 0.1% |
| 3.779633817 | 5 | < 0.1% |
| 3.799227511 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 12.87782593 | 6 | |
| 12.87484452 | 8 | |
| 12.70182016 | 7 | |
| 12.62925752 | 8 | |
| 12.47987373 | 8 | |
| 12.46051846 | 6 | |
| 12.38980293 | 1 | < 0.1% |
| 12.27883879 | 5 | |
| 12.23040609 | 6 | |
| 12.22482264 | 8 |
log_channel_view_like_ratio_7D
Real number (ℝ)
| Distinct | 5714 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 101 |
| Infinite (%) | 0.3% |
| Mean | inf |
| Minimum | 1.6367736 |
|---|---|
| Maximum | inf |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 1.6367736 |
|---|---|
| 5-th percentile | 2.4275282 |
| Q1 | 2.8844136 |
| median | 3.2495608 |
| Q3 | 3.7921768 |
| 95-th percentile | 4.7773719 |
| Maximum | inf |
| Range | inf |
| Interquartile range (IQR) | 0.90776314 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | inf |
| Median Absolute Deviation (MAD) | 0.42707329 |
| Skewness | nan |
| Sum | inf |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| inf | 101 | 0.3% |
| 2.256324831 | 30 | 0.1% |
| 4.453739331 | 21 | 0.1% |
| 3.74195992 | 21 | 0.1% |
| 3.849949457 | 21 | 0.1% |
| 4.312732525 | 20 | 0.1% |
| 3.864527765 | 20 | 0.1% |
| 4.474059683 | 19 | 0.1% |
| 5.302909104 | 19 | 0.1% |
| 4.445918514 | 18 | 0.1% |
| Other values (5704) | 33348 |
| Value | Count | Frequency (%) |
| 1.63677365 | 5 | |
| 1.699826496 | 6 | |
| 1.747560838 | 4 | |
| 1.750238762 | 3 | |
| 1.813505405 | 1 | < 0.1% |
| 1.835234424 | 7 | |
| 1.862092812 | 6 | |
| 1.866960856 | 1 | < 0.1% |
| 1.880434055 | 5 | |
| 1.881974346 | 6 |
| Value | Count | Frequency (%) |
| inf | 101 | |
| 12.3137195 | 7 | < 0.1% |
| 9.945829187 | 6 | < 0.1% |
| 9.572999645 | 6 | < 0.1% |
| 7.852680152 | 3 | < 0.1% |
| 7.77538346 | 7 | < 0.1% |
| 7.479748605 | 8 | < 0.1% |
| 7.363494653 | 5 | < 0.1% |
| 7.077303912 | 7 | < 0.1% |
| 6.960501187 | 6 | < 0.1% |
log_view_count
Real number (ℝ)
| Distinct | 33334 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.499555 |
| Minimum | 10.184221 |
|---|---|
| Maximum | 18.831095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 525.6 KiB |
Quantile statistics
| Minimum | 10.184221 |
|---|---|
| 5-th percentile | 11.567827 |
| Q1 | 12.677655 |
| median | 13.463461 |
| Q3 | 14.238559 |
| 95-th percentile | 15.546679 |
| Maximum | 18.831095 |
| Range | 8.6468748 |
| Interquartile range (IQR) | 1.5609033 |
Descriptive statistics
| Standard deviation | 1.2098555 |
|---|---|
| Coefficient of variation (CV) | 0.089621876 |
| Kurtosis | 0.41564972 |
| Mean | 13.499555 |
| Median Absolute Deviation (MAD) | 0.78014436 |
| Skewness | 0.35697165 |
| Sum | 454098.04 |
| Variance | 1.4637503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.91889045 | 2 | < 0.1% |
| 12.69119269 | 2 | < 0.1% |
| 12.7159338 | 2 | < 0.1% |
| 12.66625319 | 2 | < 0.1% |
| 12.39793191 | 2 | < 0.1% |
| 14.05036922 | 2 | < 0.1% |
| 12.13969777 | 2 | < 0.1% |
| 12.36797463 | 2 | < 0.1% |
| 12.18495626 | 2 | < 0.1% |
| 11.94721772 | 2 | < 0.1% |
| Other values (33324) | 33618 |
| Value | Count | Frequency (%) |
| 10.18422054 | 1 | |
| 10.20307349 | 1 | |
| 10.23005374 | 1 | |
| 10.24331131 | 1 | |
| 10.26444332 | 1 | |
| 10.26475693 | 1 | |
| 10.27839036 | 1 | |
| 10.28595694 | 1 | |
| 10.28864791 | 1 | |
| 10.30229723 | 1 |
| Value | Count | Frequency (%) |
| 18.83109532 | 1 | |
| 18.77552485 | 1 | |
| 18.70952901 | 1 | |
| 18.6310795 | 1 | |
| 18.60368259 | 1 | |
| 18.52109564 | 1 | |
| 18.51248618 | 1 | |
| 18.41454322 | 1 | |
| 18.30581274 | 1 | |
| 18.2759113 | 1 |
| channelTitle | publishedAt | likes | comment_count | category | is_weekday | year | month | category_likes_sum_7D | category_view_count_sum_7D | category_comment_count_sum_7D | category_trending_videos_last_7D | category_avg_n_views_7D | category_avg_n_comments_7D | category_view_like_ratio_7D | channel_trending_videos_last_7D | log_channel_avg_n_views_7D | log_channel_avg_n_comments_7D | log_channel_view_like_ratio_7D | log_view_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35 | ImAllexx | 2022-10-10 20:26:38+00:00 | 10103 | 242 | Comedy | 1 | 2022 | 10 | 9776343.0 | 130991700.0 | 777977.0 | 65.0 | 2.015257e+06 | 11968.876923 | 13.398845 | 6.0 | 12.072851 | 5.537990 | 2.772084 | 11.860790 |
| 36 | Stephen Tries Less | 2022-10-10 17:47:41+00:00 | 8920 | 202 | Comedy | 1 | 2022 | 10 | 9776343.0 | 130991700.0 | 777977.0 | 65.0 | 2.015257e+06 | 11968.876923 | 13.398845 | 5.0 | 11.714569 | 5.368776 | 2.585847 | 11.549566 |
| 45 | Cold Ones | 2022-10-11 19:00:02+00:00 | 88163 | 2162 | Comedy | 1 | 2022 | 10 | 3943247.0 | 76300805.0 | 325881.0 | 71.0 | 1.074659e+06 | 4589.873239 | 19.349740 | 6.0 | 14.169414 | 7.843783 | 2.702614 | 13.923978 |
| 46 | Dimension 20 | 2022-10-12 17:00:09+00:00 | 18411 | 1615 | Comedy | 1 | 2022 | 10 | 3862875.0 | 74009869.0 | 325095.0 | 62.0 | 1.193708e+06 | 5243.467742 | 19.159271 | 4.0 | 12.371580 | 7.405800 | 2.515369 | 12.149793 |
| 47 | ImAllexx | 2022-10-10 20:26:38+00:00 | 11089 | 243 | Comedy | 1 | 2022 | 10 | 9776343.0 | 130991700.0 | 777977.0 | 65.0 | 2.015257e+06 | 11968.876923 | 13.398845 | 6.0 | 12.072851 | 5.537990 | 2.772084 | 11.996968 |
| 48 | TryPods | 2022-10-11 15:00:23+00:00 | 15330 | 821 | Comedy | 1 | 2022 | 10 | 3943247.0 | 76300805.0 | 325881.0 | 71.0 | 1.074659e+06 | 4589.873239 | 19.349740 | 4.0 | 12.994774 | 6.720522 | 3.334336 | 12.924339 |
| 49 | Stephen Tries Less | 2022-10-10 17:47:41+00:00 | 9704 | 213 | Comedy | 1 | 2022 | 10 | 9776343.0 | 130991700.0 | 777977.0 | 65.0 | 2.015257e+06 | 11968.876923 | 13.398845 | 5.0 | 11.714569 | 5.368776 | 2.585847 | 11.673666 |
| 54 | Cold Ones | 2022-10-11 19:00:02+00:00 | 96446 | 2597 | Comedy | 1 | 2022 | 10 | 3943247.0 | 76300805.0 | 325881.0 | 71.0 | 1.074659e+06 | 4589.873239 | 19.349740 | 6.0 | 14.169414 | 7.843783 | 2.702614 | 14.064473 |
| 55 | BlueJay | 2022-10-11 15:00:43+00:00 | 30808 | 1145 | Comedy | 1 | 2022 | 10 | 3943247.0 | 76300805.0 | 325881.0 | 71.0 | 1.074659e+06 | 4589.873239 | 19.349740 | 4.0 | 12.931942 | 7.124680 | 2.544068 | 12.709871 |
| 56 | ImAllexx | 2022-10-10 20:26:38+00:00 | 11698 | 246 | Comedy | 1 | 2022 | 10 | 9776343.0 | 130991700.0 | 777977.0 | 65.0 | 2.015257e+06 | 11968.876923 | 13.398845 | 6.0 | 12.072851 | 5.537990 | 2.772084 | 12.067799 |
| channelTitle | publishedAt | likes | comment_count | category | is_weekday | year | month | category_likes_sum_7D | category_view_count_sum_7D | category_comment_count_sum_7D | category_trending_videos_last_7D | category_avg_n_views_7D | category_avg_n_comments_7D | category_view_like_ratio_7D | channel_trending_videos_last_7D | log_channel_avg_n_views_7D | log_channel_avg_n_comments_7D | log_channel_view_like_ratio_7D | log_view_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35011 | Tyler, The Creator | 2023-03-29 14:00:37+00:00 | 405387 | 15406 | Autos & Vehicles | 1 | 2023 | 3 | 2921797.0 | 37010728.0 | 120356.0 | 39.0 | 948993.025641 | 3086.051282 | 12.667111 | 5.0 | 14.862978 | 9.408584 | 2.379585 | 15.348825 |
| 35012 | Simone Giertz | 2023-03-30 16:00:34+00:00 | 44807 | 2370 | Autos & Vehicles | 1 | 2023 | 3 | 2405722.0 | 29555771.0 | 108348.0 | 36.0 | 820993.638889 | 3009.666667 | 12.285614 | 1.0 | 13.238818 | 7.771067 | 2.605438 | 13.238816 |
| 35013 | Diesel Creek | 2023-03-30 12:05:31+00:00 | 40014 | 1979 | Autos & Vehicles | 1 | 2023 | 3 | 2405722.0 | 29555771.0 | 108348.0 | 36.0 | 820993.638889 | 3009.666667 | 12.285614 | 1.0 | 12.770571 | 7.590852 | 2.281333 | 12.770568 |
| 35014 | DRIVETRIBE | 2023-03-29 17:00:47+00:00 | 13441 | 833 | Autos & Vehicles | 1 | 2023 | 3 | 2921797.0 | 37010728.0 | 120356.0 | 39.0 | 948993.025641 | 3086.051282 | 12.667111 | 1.0 | 12.582081 | 6.726233 | 3.121123 | 12.582078 |
| 35015 | High Peak Autos | 2023-03-29 18:00:05+00:00 | 6345 | 1168 | Autos & Vehicles | 1 | 2023 | 3 | 2921797.0 | 37010728.0 | 120356.0 | 39.0 | 948993.025641 | 3086.051282 | 12.667111 | 1.0 | 11.659404 | 7.063904 | 2.957329 | 11.659395 |
| 35016 | Tyler, The Creator | 2023-03-27 14:02:13+00:00 | 332201 | 12955 | Autos & Vehicles | 1 | 2023 | 3 | 2359738.0 | 34486132.0 | 106685.0 | 48.0 | 718461.083333 | 2222.604167 | 14.614390 | 3.0 | 14.683539 | 9.313168 | 2.345847 | 15.144441 |
| 35017 | Hoonigan | 2023-03-27 16:00:23+00:00 | 23977 | 1476 | Autos & Vehicles | 1 | 2023 | 3 | 2359738.0 | 34486132.0 | 106685.0 | 48.0 | 718461.083333 | 2222.604167 | 14.614390 | 4.0 | 13.101828 | 7.320692 | 3.160073 | 13.250626 |
| 35018 | The Late Brake Show | 2023-03-26 16:02:08+00:00 | 11653 | 1090 | Autos & Vehicles | 0 | 2023 | 3 | 1784735.0 | 31236309.0 | 87456.0 | 47.0 | 664602.319149 | 1860.765957 | 17.501931 | 4.0 | 12.332562 | 6.929517 | 3.095152 | 12.484889 |
| 35019 | Mat Armstrong | 2023-03-26 17:00:32+00:00 | 109334 | 4206 | Autos & Vehicles | 0 | 2023 | 3 | 1784735.0 | 31236309.0 | 87456.0 | 47.0 | 664602.319149 | 1860.765957 | 17.501931 | 12.0 | 14.126469 | 8.069968 | 2.726128 | 14.371996 |
| 35020 | Car Throttle | 2023-03-24 18:30:25+00:00 | 9810 | 338 | Autos & Vehicles | 1 | 2023 | 3 | 1642483.0 | 37316479.0 | 132639.0 | 45.0 | 829255.088889 | 2947.533333 | 22.719553 | 6.0 | 12.261718 | 5.852202 | 3.177692 | 12.355600 |